The problem with cabs is that the drivers aren't sure if they will get another ride, so they are less likely to service more remote areas.
That being said, I might have waited longer, but I always got service when I did live in rural Broward. I was 20+ minutes from everything though, so it was a guaranteed high fare ride for the driver.